Nonlinear Causal Discovery with Confounders

Chunlin Li, Xiaotong Shen, Wei Pan

This article introduces a causal discovery method to learn nonlinear relationships in a directed acyclic graph with correlated Gaussian errors due to confounding. First, we derive…